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Using Cholesky Decomposition to Explore Individual Differences in Longitudinal Relations between Reading Skills
Published on: September 17, 2019
Longitudinal interactions between brain and cognitive measures on reading development from 6 months to 14 years
Kaisa Lohvansuu1, Jarmo A Hämäläinen1, Leena Ervast2
1Department of Psychology, University of Jyväskylä, P.O. Box 35, FI-40014, Finland; Jyväskylä Centre for Interdisciplinary Brain Research, University of Jyväskylä, P.O. Box 35, FI-40014, Finland.
Insights
Infant brain responses to speech predict reading speed in at-risk children up to adolescence. This finding highlights early neural markers for dyslexia and reading development.
Area of Science:
- Neurobiology
- Developmental Psychology
- Cognitive Neuroscience
Background:
- Dyslexia is a neurobiological reading disorder.
- Early infant brain responses are linked to later reading skills, but predictive power into adolescence is unknown.
- Previous studies show associations from infancy to early school years.
Purpose of the Study:
- To investigate the predictive power of infant brain responses to speech for reading speed until adolescence in children at genetic risk for dyslexia.
- To determine if infant brain activation predicts reading speed beyond established preschool cognitive measures.
- To explore the mediating role of rapid automatized naming in the association between infant brain responses and reading speed.
Main Methods:
- Utilized electroencephalography (EEG) to measure brain activation to pseudowords in at-risk infants.
- Assessed neurocognitive skills including letter naming, phonology, and verbal short-term memory in preschool.
- Measured reading speed at 14 years of age.
- Employed statistical analyses to assess predictive power and mediation.
Main Results:
- Infant left-hemisphere brain activation to pseudowords predicted 44% of reading speed at 14 years.
- This prediction improved when including preschool neurocognitive measures.
- Preschool rapid automatized naming ability mediated the relationship between infant brain responses and adolescent reading speed.
Conclusions:
- Early infant brain responses to speech sounds are significant predictors of long-term reading speed in at-risk individuals.
- Rapid naming and reading speed may rely on shared cognitive processes involving phonological access.
- Infant brain activation may serve as an early indicator of developmental trajectories in these processes.
Abstract:
Dyslexia is a neurobiological disorder impairing learning to read. Brain responses of infants at genetic risk for dyslexia are abnormal already at birth, and associations from infant speech perception to preschool cognitive skills and reading in early school years have been documented, but there are no studies showing predicting power until adolescence. Here we show that in at-risk infants, brain activation to pseudowords at left hemisphere predicts 44% of reading speed at 14 years, and even improves the prediction after taking into account neurocognitive preschool measures of letter naming, phonology, and verbal short-term memory. The association between infant brain responses and reading speed is mediated by preschool rapid automatized naming ability. Therefore, we suggest that rapid naming and reading speed could share a similar cognitive process of automatized access to lexicon via phonological representations, and brain activation to speech sounds in infancy probably acts as an index of deficient development of the same process.
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